When it comes to make money with your podcast, sometimes it does matter which affiliate program you use. There are a few things to consider. These include:
It appears it's Musician's Friend. Keep in mind that with Amazon.com your percentage of sale goes up with the number of sales per month. If you are doing any kind of podcast that has an audience interested in music equipment, recording equipment, then you might want to consider Musicians Friend.